4 Houston innovators to know this week

who's who

This week's roundup of Houston innovators includes Aleece Hobson of HX Venture Fund, Denis Akhiyarov of AiKYNETIX, and Sean Harkins and Brien Beach of AMPD Labs. Photos courtesy

Editor's note: In this week's roundup of Houston innovators to know, I'm introducing you to three local innovators across industries — from additive manufacturing to venture capital — recently making headlines in Houston innovation.

Aleece Hobson, venture partner for the HX Venture Fund

Aleece Hobson of HX Venture Fund shares what people can expect from Venture Houston on this week's episode of the Houston Innovators Podcast. Photo courtesy of HXVF

Today is a big day for Aleece Hobson — venture partner for the HX Venture Fund, a fund of funds investing in venture capital firms across the country that have interest in investing in Houston companies. She joined the Houston Innovators Podcast last week to discuss Venture Houston, which takes place today, and why it is so important to HXVF to showcase Houston.

"Houston is a destination for innovation — we are not a flyover city," she says on the show. Click here to read more and stream the podcast.

Denis Akhiyarov, CEO and co-founder of AiKYNETIX

Houston-based AiKYNETIX is equipping runners with high-tech tracking tools. Image courtesy of AiKYNETIX

Houstonain Denis Akhiyarov wanted to design a way to easily improve running performance. He founded AiKYNETIX uses real-time technology to provide a new option for runners on treadmills.

“Runners spend a lot of time, energy and money to run better,” says Akhiyarov, CEO and co-founder of the company. “In my personal life with training for nine marathons, I’ve seen limitations with wearables, they don’t actually track running form while running. Overall, our technology tracks not only your basic parameters but it can also analyze the human running form while in motion.”

AiKYNETIX, which was founded in January 2021, is positioned to replace power meters and can make a treadmill smarter. It has ability to plug into interactive video platforms for sports and serves as a much cheaper and more widely available analysis tool outside of motion capture labs, he says. Click here to read more.

Sean Harkins and Brien Beach, co-founders of AMPD Labs

Sean Harkins and Brien Beach opened AmPd Labs' space in the Heights last month. Images via ampdlabs.llc

Last year, Sean Harkins introduced his friend Brien Beach to the world of additive manufacturing, and together the duo saw a business opportunity not only for themselves — but also for all of Houston.

Harkins had been working in 3D printing and additive manufacturing — the process of creating an object by building it one layer at a time — for the last decade and studied industrial design at the University of Houston. Working together, Harkins and Beach launched AmPd Labs, Houston’s next-generation additive manufacturing facility for industrial design and production.

“There is a hill to climb with market acceptance, but we want to be the champions of that and Houston is just a great place to start this because it's the largest industrial city in America and there's so much industry here and there's tons of engineers in this community,” says Beach. “Houston is such a business-forward place. A ‘how can I help you’ type of business place.” Click here to read more.

Houston-based AiKYNETIX is equipping runners with high-tech tracking tools. Image courtesy of AiKYNETIX

Houston sports tech startup is enhancing performance metrics for runners and athletes

sweat tech

With the Houston Marathon only five months away, a new application using human motion insights could help a runner refine their form to reach peak performance – all from the convenience of their smart phone.

While traditional treadmills are limited in training feedback and wearables are not designed to track elevation, Houston-based AiKYNETIX uses real-time technology to provide a new option for runners on treadmills.

“Runners spend a lot of time, energy and money to run better,” says Denis Akhiyarov, CEO and co-founder. “In my personal life with training for nine marathons, I’ve seen limitations with wearables, they don’t actually track running form while running. Overall, our technology tracks not only your basic parameters but it can also analyze the human running form while in motion.”

“Motion analysis is becoming important in sports,” says Akhiyarov, a data scientist who previously worked as a developer in machine learning. “We want to make this expensive fitness technology available for everyone.”

The current target market for the technology is tech-savvy triathletes, however, there are wider applications for the technology including for coaches to get real-time performance metrics. Also, there are medical applications such as for rehabilitation and injury prevention.

“One of the discoveries for us is seeing differences between runners using different shoes,” says cofounder and Rice University MBA Anton Galvas. “It’s very interesting to see how much energy you preserve depending on what kind of shoe you wear.”

The team’s primary market for sale is the IOS app store but they plan to expand to fitness platforms for integration and have seen interest from treadmill companies for potential partnerships.

There are other current competitor solutions that require special hardware and wearables but set up can be cumbersome and if performed in a running lab, it can be very costly for the user. The AiKYNETIX platform is a downloadable app that has a $10 monthly subscription and can be set up with only a tripod.

Within six months of launching, the technology was being tested in a professional lab to track 360 different running conditions. AiKINETIX is a finalist of CodeLaunch accelerator and has moved into phase 1 with America’s Seed Fund powered by the National Science Foundation.

AiKYNETIX has experts and consultants with experience at NASA, Major League Baseball, and European Soccer League.

The AiKYNETIX team is raising seed funding to help to accelerate the development of the app to go to a wider market. The team will also host a showcase of the technology at the grand opening of the fitness center at The Ion this month.

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Houston college joins inaugural workforce accelerator supported by Google

hands-on training

Houston City College (HCC) is one of 15 community colleges from around the country to be selected for the first-ever Workforce Futures Accelerator.

The three-year effort is supported by Google.org, the tech company’s philanthropic arm, and led by the Association of Community College Trustees (ACCT), a non-profit educational organization that represents over 500 community, junior, and technical colleges. The accelerator focuses on helping colleges embed virtual, employer-sponsored training opportunities into short-term workforce training programs, giving participants access to opportunities that they might otherwise receive through internships or other "work-based learning" stints.

"The Workforce Futures Accelerator reflects the Houston City College mission of offering a high-quality, affordable education for workforce training and career development," Pretta VanDible Stallworth, HCC trustee and chair-elect of the ACCT board of directors, said in a news release. "Advancing student success and creating pathways to opportunities ensures that our students are well equipped to succeed and build a secure future in today's economy.”

Through the accelerator, HCC is tasked with fusing online project-based learning opportunities with its workforce education programs. The idea is to give students hands-on experiences working on projects sponsored by employers, allowing them to gain real-world knowledge in the process.

HCC will select two workforce programs that meet the accelerator’s criteria and insert into them into coursework. In the second and third year of the accelerator, the selected colleges are expected to scale the programs by adding instructors and programs to develop a network of to support their continued implementation.

“Participation by HCC will strengthen how we provide students with career-connected learning experiences that complement their classroom education and align with the needs of employers,” HCC Chancellor Margaret Ford Fisher added in the news release. “We are focused on ‘future forward’ strategies to meet the present and future needs of our region’s businesses.”

Two other Texas colleges were chosen to participate in the accelerator: Lamar Institute of Technology in Beaumont and Grayson College in Denison.

The remaining cohort includes:

Bergen Community College in Paramus, New Jersey
Central Louisiana Community College in Alexandria, Louisiana
Clark State College in Springfield, Ohio
Great Basin College in Elko, Nevada
Heartland Community College in Normal, Illinois
Hudson County Community College in Jersey City, New Jersey
Manchester Community College in Manchester, New Hampshire
Mesa Community College in Mesa, Arizona
Mohave College in Kingman, Arizona
San Joaquin Delta Community College in Stockton, California
San Juan College in Farmington, New Mexico
West Virginia University Parkersburg in Parkersburg, West Virginia

New report ranks Texas among top 10 states where AI could disrupt jobs

AI Workforce

A new nationwide report examining where AI could "reshape" the most jobs has ranked Texas No. 9 among the most at-risk states for AI job disruption.

The new SmartAsset report compared all 50 states and the District of Columbia to calculate the estimated percent of the workforce employed in the 26 occupations with the highest AI exposure, as determined by June 2026 research by the Virginia Economic Information and Analytics Division.

The findings revealed that 500,000 Texas workers, or 3.55 percent of the total workforce, are employed in occupations with "high exposure to potential AI disruption."

This also places the Lone Star State as the 9th most at-risk state in the U.S. where AI exposure can lead to "declining hiring demand, wage pressure, task automation, and other forms of disruption."

"States with larger concentrations of highly exposed occupations could experience more pronounced labor-market changes, particularly in roles where core tasks are more vulnerable to AI-driven restructuring," the report's author wrote.

Texas' biggest cities, like Houston and Austin, are known for their thriving tech and business industries, and the study noted that many of the occupations within those sectors are the most at risk. The Virginia Economic Information and Analytics Division said the top five most AI-exposed occupations in the U.S. are: mathematicians, proofreaders, correspondence clerks, court reporters, and media and communication workers. Additionally, computer programmers, database administrators, web developers, telephone operators, and communications equipment operators round out the top 10 most at-risk positions.

These are the 16 remaining occupations most exposed to AI disruption, in order:

Data Entry Keyers
Statistical Assistants
Office Support Workers
Interpreters and Translators
Database Architects
Software Quality Assurance Analysts
Medical Transcriptionists
Software Developers
Writers and Authors
Payroll Clerks
Web Designers
Miscellaneous Computer Occupations
Insurance Claims Processors
Telemarketers
Computer Numerically Controlled Tool Programmers
Bookkeeping and Accounting Clerks

A separate SmartAsset report from April 2026 found about 20.5 percent of Texas workers use AI to do their jobs in some capacity. That trend will continue to shift further as employers and employees choose to adopt — or reject — AI implementation.

Across the U.S., Washington topped the list as the state with the highest concentration of AI-exposed jobs, with nearly 5.7 percent of the state's workforce employed in the 26 most at-risk positions. SmartAsset said Washington's high prevalence of technology companies is a significant factor that skyrocketed the state to the top of the list.

"Home to major technology companies including Microsoft, Amazon, T-Mobile and Expedia, the state has large numbers of computer programmers and software developers, two occupations with high exposure," the report said.

Meanwhile, Mississippi ranked No. 51 with the lowest concentration of AI-exposed jobs in the nation. About 22,500 workers in Mississippi, or 1.93 percent of its workforce, are at risk for AI disruption.

The top 10 states where AI could reshape the most jobs are:

No. 1 – Washington
No. 2 – Virginia
No. 3 – District of Columbia
No. 4 – California
No. 5 – Utah
No. 6 – Maryland
No. 7 – Colorado
No. 8 – New Hampshire
No. 9 – Texas
No. 10 – North Carolina

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This article originally appeared on CultureMap.com.

UH lands $1.2M NIH grant to fight superbugs using AI, quantum sensing

drug defense

The fight against antibiotic-resistant bacteria like MRSA is getting science fiction-like upgrades at the University of Houston thanks to a new four-year, $1.26 million grant from the National Institutes of Health.

The university says the recent funding brings total federal support up to $3.5 million for 11 years for the project, which uses AI and quantum-sensing technology to better understand how bacterial proteins develop resistance to drugs.

Any medical professional will tell you that one of the worst things that can happen is almost killing an infection. Bacteria that survive attacks from conventional antibiotic treatments emerge tougher, more resistant and more aggressive than before–making them much harder to treat. A good example is the superbug methicillin-resistant Staphylococcus aureus (MRSA).

UH chemistry professors Yuhong Wang and Shoujun Xu are working on this issue. They know full well that fighting superbugs requires new technology and new approaches, which is what they aim to pioneer with their new grant.

“Drug-resistant bacterial infections such as MRSA are becoming harder to treat, creating an urgent need for faster ways to understand how antibiotics and other small molecules interact with bacterial proteins,” Wang said in a news release.

Wang and Xu’s work centers around GTP, a cellular fuel that can cause tiny changes to a cell's structure when it mutates. Sometimes, those shape changes make it easier for drugs to breach the wall and attack the cells.

The UH scientists are employing AlphaFold, an AI-powered tool that can scan large molecular libraries in seconds. From these models, they can see promising drug combinations for future testing.

Once identified, the team uses their invention, super-resolution force spectroscopy, to monitor the cells. Tiny magnetic beads are attached to genetic material, then magnified to see how strong that material is when pulled. They can measure this incredible microscopic process through an atomic magnetometer, typically used in quantum physics. Combined, all these tools allow a high-definition look at how each molecule might respond to new chemical approaches.

“We're the only chemists in the world that use an atomic magnetometer for biological research,” Xu said. “It's a technique developed by physicists, and there is usually a gap between techniques developed by physicists and biological applications. Yuhong and I have been bridging that gap together for the past 10 years.”

Eventually, Wang and Xu hope to develop powerful software that can be used by drug manufacturers to model cellular responses. With enough predictive data, the software could even get ahead of superbugs’ own mutation, allowing drugs to be developed before new strains arrive.

"We want an algorithm where you input a protein sequence, score the mutation hotspots, and develop new inhibitors before a drug-resistant species even emerges," Wang added.

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